TY  - BOOK
AU  - Martin,Peter
TI  - Regression models for categorical and count data / 
T2  - The Sage quantitative research kit
SN  - 9781529761269
AV  - QA278.2 .M376 2021
U1  - 519.536 23/eng/20220503
PY  - 2021///]
CY  - London, Thousand Oaks, California : 
PB  - SAGE Publications
KW  - Regression analysis
KW  - Mathematical models
KW  - Categories (Mathematics)
KW  - Data processing
KW  - Quantitative research
KW  - Regression Analysis
KW  - Models, Theoretical
KW  - Recherche quantitative
KW  - Analyse de régression
KW  - Modèles mathématiques
KW  - mathematical models
KW  - aat
KW  - fast
N1  - Includes bibliographical references and index
N2  - This text provides practical guidance on conducting regression analysis on categorical and count data. Step by step and supported by lots of helpful graphs, it covers both the theoretical underpinnings of these methods as well as their application, giving you the skills needed to apply them to your own research. It offers guidance on: * Using logistic regression models for binary, ordinal, and multinomial outcomes * Applying count regression, including Poisson, negative binomial, and zero-inflated models * Choosing the most appropriate model to use for your research * The general principles of good statistical modelling in practice Part of The SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey. --
ER  -